Sergiy Zhuk

Overview

Sergiy Zhuk

Title

Senior Research Scientist and Manager, Quantum Computing

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

Research Interests

  • Quantum computing: quantum time evolution, quantum optimization
  • Parameter estimation for dynamical systems: nonlinear filtering for chaotic systems, detectability, numerical optimization, large-scale inverse problems  
  • Statistical learning: hidden Markov models, Expectation-Maximization algorithms for closed-loop datasets, Bayesian classifiers  
  • Applications: diffuse optical tomography, vFFR (blood pressure estimation in coronary artery from angiograms), optical flow estimation, full waveform inversion, traffic state estimation

Research Experience

Publications

Patents

Projects

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Fluorescence-based digital surgery decision support

Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.
  • Machine Learning
  • Healthcare
  • Computer Vision
  • Explainable AI
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Subgraph isomorphism

A quantum algorithm for the sub-graph isomorphism problem.
  • Quantum Finance
  • Quantum Machine Learning

Blog posts

Top collaborators